NVIDIA DGX Spark vs NVIDIA RTX 2080 Ti 22GB (modded) for local LLMs
57 reports on the NVIDIA DGX Spark and 7 on the NVIDIA RTX 2080 Ti 22GB (modded)
Which is faster for local LLMs?
On Qwen3.6 35B · 3B active at 4-bit, the NVIDIA DGX Spark runs at 78.3 tokens per second (one run) and the NVIDIA RTX 2080 Ti 22GB (modded) at 69.0 (one run). Those are community reports whose engines and settings differ, so the gap is a rough sign, not a controlled measure of the two cards. Memory bandwidth, which caps how fast a card can write, is 2.3x higher on the NVIDIA RTX 2080 Ti 22GB (modded) (273 GB/s on the NVIDIA DGX Spark, 616 on the NVIDIA RTX 2080 Ti 22GB (modded)).
- Memory
- 128GB unified
- Memory bandwidth
- 273 GB/s
- FP16 compute
- 125 TFLOPS
- Reports
- 57
- Memory
- 22GB
- Memory bandwidth
- 616 GB/s
- FP16 compute
- 108 TFLOPS
- Reports
- 7
Measured on both
Median tokens per second from plain runs (one device, one request, no speculative decoding, the whole model in the device's memory) of the same model size at the same quant level. Engines and context lengths can still differ between the runs. How to read these
| Model | NVIDIA DGX Spark | NVIDIA RTX 2080 Ti 22GB (modded) |
|---|---|---|
| Qwen3.6 35B · 3B active4-bit | 78.3one run | 69.0one run |
Estimated by the calculator
The quant the calculator recommends for each card and its estimated speed at a 32,768-token context with 32 GB of system RAM, from memory bandwidth and the model's shape. Where a model was also measured above, the measurement wins.
| Model | NVIDIA DGX Spark | NVIDIA RTX 2080 Ti 22GB (modded) |
|---|---|---|
| Qwen3.6 35B · 3B active | 14.5 t/sFP16 | 93.6 t/sQ3_K_M |
| Qwen3.8 27B | 4.0 t/sFP16 | 25.1 t/sQ4_K_S |
| Qwen3.8 125B · 6B active | 14.4 t/sQ6_K | 18.6 t/sQ2_K, experts in RAM |
| DeepSeek V4 Flash 284B · 13B active | 38.3 t/sQ2_K | doesn't fit at these settings |
| Qwen3.6 27B | 4.0 t/sFP16 | 25.1 t/sQ4_K_S |
| Gemma 4 26B · 4B active | 10.8 t/sFP16 | 56.6 t/sQ4_K_M |
| DeepSeek V4.1 Flash 552B · 16B active | doesn't fit at these settings | doesn't fit at these settings |
Change the context, RAM or model in the calculator: NVIDIA DGX Spark · NVIDIA RTX 2080 Ti 22GB (modded)
Every report on each card, with its source: NVIDIA DGX Spark · NVIDIA RTX 2080 Ti 22GB (modded)